Publication Information

{'id': 'https://openalex.org/W4317796687', 'doi': 'https://doi.org/10.1109/tim.2023.3238698', 'title': 'DCAM-Net: A Rapid Detection Network for Strip Steel Surface Defects Based on Deformable Convolution and Attention Mechanism', 'display_name': 'DCAM-Net: A Rapid Detection Network for Strip Steel Surface Defects Based on Deformable Convolution and Attention Mechanism', 'publication_year': 2023, 'publication_date': '2023-01-01', 'ids': {'openalex': 'https://openalex.org/W4317796687', 'doi': 'https://doi.org/10.1109/tim.2023.3238698'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/tim.2023.3238698', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S10892749', 'display_name': 'IEEE Transactions on Instrumentation and Measurement', 'issn_l': '0018-9456', 'issn': ['0018-9456', '1557-9662'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310319808', 'host_organization_name': 'Institute of Electrical and Electronics Engineers', 'host_organization_lineage': ['https://openalex.org/P4310319808'], 'host_organization_lineage_names': ['Institute of Electrical and Electronics Engineers'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5017201087', 'display_name': 'Haixin Chen', 'orcid': 'https://orcid.org/0000-0002-8018-1440'}, 'institutions': [{'id': 'https://openalex.org/I119045251', 'display_name': 'Huaqiao University', 'ror': 'https://ror.org/03frdh605', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I119045251']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Haixin Chen', 'raw_affiliation_strings': ['College of Engineering, Huaqiao University, Quanzhou, China'], 'affiliations': [{'raw_affiliation_string': 'College of Engineering, Huaqiao University, Quanzhou, China', 'institution_ids': ['https://openalex.org/I119045251']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5056542640', 'display_name': 'Yongzhao Du', 'orcid': 'https://orcid.org/0000-0003-4261-9648'}, 'institutions': [{'id': 'https://openalex.org/I119045251', 'display_name': 'Huaqiao University', 'ror': 'https://ror.org/03frdh605', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I119045251']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Yongzhao Du', 'raw_affiliation_strings': ['College of Electromechanical and Automation, Huaqiao University, Xiamen, Fujian, China', 'College of Engineering, Huaqiao University, Quanzhou, China'], 'affiliations': [{'raw_affiliation_string': 'College of Engineering, Huaqiao University, Quanzhou, China', 'institution_ids': ['https://openalex.org/I119045251']}, {'raw_affiliation_string': 'College of Electromechanical and Automation, Huaqiao University, Xiamen, Fujian, China', 'institution_ids': ['https://openalex.org/I119045251']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5030379217', 'display_name': 'Yuqing Fu', 'orcid': 'https://orcid.org/0000-0002-8753-5002'}, 'institutions': [{'id': 'https://openalex.org/I119045251', 'display_name': 'Huaqiao University', 'ror': 'https://ror.org/03frdh605', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I119045251']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Yuqing Fu', 'raw_affiliation_strings': ['College of Engineering, Huaqiao University, Quanzhou, China'], 'affiliations': [{'raw_affiliation_string': 'College of Engineering, Huaqiao University, Quanzhou, China', 'institution_ids': ['https://openalex.org/I119045251']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5033119978', 'display_name': 'Jianqing Zhu', 'orcid': 'https://orcid.org/0000-0001-8840-3629'}, 'institutions': [{'id': 'https://openalex.org/I119045251', 'display_name': 'Huaqiao University', 'ror': 'https://ror.org/03frdh605', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I119045251']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Jianqing Zhu', 'raw_affiliation_strings': ['College of Engineering, Huaqiao University, Quanzhou, China'], 'affiliations': [{'raw_affiliation_string': 'College of Engineering, Huaqiao University, Quanzhou, China', 'institution_ids': ['https://openalex.org/I119045251']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5035422552', 'display_name': 'Huanqiang Zeng', 'orcid': 'https://orcid.org/0000-0002-2802-7745'}, 'institutions': [{'id': 'https://openalex.org/I119045251', 'display_name': 'Huaqiao University', 'ror': 'https://ror.org/03frdh605', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I119045251']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Huanqiang Zeng', 'raw_affiliation_strings': ['College of Engineering, Huaqiao University, Quanzhou, China'], 'affiliations': [{'raw_affiliation_string': 'College of Engineering, Huaqiao University, Quanzhou, China', 'institution_ids': ['https://openalex.org/I119045251']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 26.2, 'has_fulltext': False, 'cited_by_count': 58, 'citation_normalized_percentile': {'value': 0.999912, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 99, 'max': 100}, 'biblio': {'volume': '72', 'issue': None, 'first_page': '1', 'last_page': '12'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T12111', 'display_name': 'Industrial Vision Systems and Defect Detection', 'score': 0.9999, 'subfield': {'id': 'https://openalex.org/subfields/2209', 'display_name': 'Industrial and Manufacturing Engineering'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, 'topics': [{'id': 'https://openalex.org/T12111', 'display_name': 'Industrial Vision Systems and Defect Detection', 'score': 0.9999, 'subfield': {'id': 'https://openalex.org/subfields/2209', 'display_name': 'Industrial and Manufacturing Engineering'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T11606', 'display_name': 'Infrastructure Maintenance and Monitoring', 'score': 0.9934, 'subfield': {'id': 'https://openalex.org/subfields/2205', 'display_name': 'Civil and Structural Engineering'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T13049', 'display_name': 'Surface Roughness and Optical Measurements', 'score': 0.9898, 'subfield': {'id': 'https://openalex.org/subfields/2206', 'display_name': 'Computational Mechanics'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/feature', 'display_name': 'Feature (linguistics)', 'score': 0.58259124}, {'id': 'https://openalex.org/keywords/convolution', 'display_name': 'Convolution (computer science)', 'score': 0.57794577}, {'id': 'https://openalex.org/keywords/adaptive-histogram-equalization', 'display_name': 'Adaptive histogram equalization', 'score': 0.57086855}, {'id': 'https://openalex.org/keywords/pyramid', 'display_name': 'Pyramid (geometry)', 'score': 0.48717114}, {'id': 'https://openalex.org/keywords/pooling', 'display_name': 'Pooling', 'score': 0.43014687}], 'concepts': [{'id': 'https://openalex.org/C2776401178', 'wikidata': 'https://www.wikidata.org/wiki/Q12050496', 'display_name': 'Feature (linguistics)', 'level': 2, 'score': 0.58259124}, {'id': 'https://openalex.org/C45347329', 'wikidata': 'https://www.wikidata.org/wiki/Q5166604', 'display_name': 'Convolution (computer science)', 'level': 3, 'score': 0.57794577}, {'id': 'https://openalex.org/C30387639', 'wikidata': 'https://www.wikidata.org/wiki/Q4680744', 'display_name': 'Adaptive histogram equalization', 'level': 5, 'score': 0.57086855}, {'id': 'https://openalex.org/C53533937', 'wikidata': 'https://www.wikidata.org/wiki/Q185020', 'display_name': 'Histogram', 'level': 3, 'score': 0.5408694}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.5141445}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.50487834}, {'id': 'https://openalex.org/C142575187', 'wikidata': 'https://www.wikidata.org/wiki/Q3358290', 'display_name': 'Pyramid (geometry)', 'level': 2, 'score': 0.48717114}, {'id': 'https://openalex.org/C52622490', 'wikidata': 'https://www.wikidata.org/wiki/Q1026626', 'display_name': 'Feature extraction', 'level': 2, 'score': 0.48527643}, {'id': 'https://openalex.org/C2777210771', 'wikidata': 'https://www.wikidata.org/wiki/Q4927124', 'display_name': 'Block (permutation group theory)', 'level': 2, 'score': 0.48073626}, {'id': 'https://openalex.org/C2776502983', 'wikidata': 'https://www.wikidata.org/wiki/Q690182', 'display_name': 'Contrast (vision)', 'level': 2, 'score': 0.44104588}, {'id': 'https://openalex.org/C70437156', 'wikidata': 'https://www.wikidata.org/wiki/Q7228652', 'display_name': 'Pooling', 'level': 2, 'score': 0.43014687}, {'id': 'https://openalex.org/C31972630', 'wikidata': 'https://www.wikidata.org/wiki/Q844240', 'display_name': 'Computer vision', 'level': 1, 'score': 0.4221768}, {'id': 'https://openalex.org/C81363708', 'wikidata': 'https://www.wikidata.org/wiki/Q17084460', 'display_name': 'Convolutional neural network', 'level': 2, 'score': 0.4150116}, {'id': 'https://openalex.org/C153180895', 'wikidata': 'https://www.wikidata.org/wiki/Q7148389', 'display_name': 'Pattern recognition (psychology)', 'level': 2, 'score': 0.40704128}, {'id': 'https://openalex.org/C11413529', 'wikidata': 'https://www.wikidata.org/wiki/Q8366', 'display_name': 'Algorithm', 'level': 1, 'score': 0.34857714}, {'id': 'https://openalex.org/C50644808', 'wikidata': 'https://www.wikidata.org/wiki/Q192776', 'display_name': 'Artificial neural network', 'level': 2, 'score': 0.30664933}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.18578842}, {'id': 'https://openalex.org/C2524010', 'wikidata': 'https://www.wikidata.org/wiki/Q8087', 'display_name': 'Geometry', 'level': 1, 'score': 0.17794195}, {'id': 'https://openalex.org/C136943445', 'wikidata': 'https://www.wikidata.org/wiki/Q1970240', 'display_name': 'Histogram equalization', 'level': 4, 'score': 0.16643909}, {'id': 'https://openalex.org/C115961682', 'wikidata': 'https://www.wikidata.org/wiki/Q860623', 'display_name': 'Image (mathematics)', 'level': 2, 'score': 0.1566489}, {'id': 'https://openalex.org/C138885662', 'wikidata': 'https://www.wikidata.org/wiki/Q5891', 'display_name': 'Philosophy', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C41895202', 'wikidata': 'https://www.wikidata.org/wiki/Q8162', 'display_name': 'Linguistics', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/tim.2023.3238698', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S10892749', 'display_name': 'IEEE Transactions on Instrumentation and Measurement', 'issn_l': '0018-9456', 'issn': ['0018-9456', '1557-9662'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310319808', 'host_organization_name': 'Institute of Electrical and Electronics Engineers', 'host_organization_lineage': ['https://openalex.org/P4310319808'], 'host_organization_lineage_names': ['Institute of Electrical and Electronics Engineers'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'id': 'https://metadata.un.org/sdg/9', 'display_name': 'Industry, innovation and infrastructure', 'score': 0.46}], 'grants': [{'funder': 'https://openalex.org/F4320321878', 'funder_display_name': 'Natural Science Foundation of Fujian Province', 'award_id': '2021J01321'}, {'funder': 'https://openalex.org/F4320335777', 'funder_display_name': 'National Key Research and Development Program of China', 'award_id': '2021YFE0205400'}], 'datasets': [], 'versions': [], 'referenced_works_count': 42, 'referenced_works': ['https://openalex.org/W1536680647', 'https://openalex.org/W1976468890', 'https://openalex.org/W1995936107', 'https://openalex.org/W2058988978', 'https://openalex.org/W2078087367', 'https://openalex.org/W2092072518', 'https://openalex.org/W2092821111', 'https://openalex.org/W2102605133', 'https://openalex.org/W2109255472', 'https://openalex.org/W2194775991', 'https://openalex.org/W2407692387', 'https://openalex.org/W2475061651', 'https://openalex.org/W2558887605', 'https://openalex.org/W2570343428', 'https://openalex.org/W2601564443', 'https://openalex.org/W2904559969', 'https://openalex.org/W2944303778', 'https://openalex.org/W2962766617', 'https://openalex.org/W2963037989', 'https://openalex.org/W2963163009', 'https://openalex.org/W2963420686', 'https://openalex.org/W2964304707', 'https://openalex.org/W2982083293', 'https://openalex.org/W2982770724', 'https://openalex.org/W3018757597', 'https://openalex.org/W3035414587', 'https://openalex.org/W3035487542', 'https://openalex.org/W3046756309', 'https://openalex.org/W3108566774', 'https://openalex.org/W3122173535', 'https://openalex.org/W3132963652', 'https://openalex.org/W3137088683', 'https://openalex.org/W3163646131', 'https://openalex.org/W3177052299', 'https://openalex.org/W3194790201', 'https://openalex.org/W3212073293', 'https://openalex.org/W3217496751', 'https://openalex.org/W4206765025', 'https://openalex.org/W4226212070', 'https://openalex.org/W4249127829', 'https://openalex.org/W4289752563', 'https://openalex.org/W639708223'], 'related_works': ['https://openalex.org/W4390224712', 'https://openalex.org/W3081299480', 'https://openalex.org/W3002446410', 'https://openalex.org/W2919210741', 'https://openalex.org/W2907584218', 'https://openalex.org/W2407190427', 'https://openalex.org/W2165297163', 'https://openalex.org/W2057981026', 'https://openalex.org/W2022849497', 'https://openalex.org/W2015321244'], 'abstract_inverted_index': {'Strip': [0], 'steel': [1, 15, 27, 38, 67, 83, 126, 146], 'surface': [2, 39, 68, 84, 127, 255], 'defect': [3, 40, 45, 116, 121, 157, 168], 'detection': [4, 64, 79, 241, 252], 'is': [5, 57, 94, 161, 229, 232, 243], 'a': [6, 18, 77, 106, 132], 'critical': [7], 'step': [8], 'in': [9], 'the': [10, 14, 23, 32, 36, 42, 51, 71, 112, 115, 120, 124, 152, 156, 174, 181, 192, 198, 208, 213, 226, 236, 240, 251], 'production': [11], 'field': [12, 154], 'of': [13, 25, 35, 44, 54, 65, 114, 155, 225, 254, 257], 'industry': [16], 'and': [17, 50, 62, 90, 118, 142, 166, 195, 239], 'vital': [19], 'guarantee': [20], 'to': [21, 31, 59, 110, 163, 179, 201, 245], 'improve': [22, 111], 'quality': [24], 'strip': [26, 37, 66, 82, 125, 145, 258], 'production.': [28], 'However,': [29], 'due': [30], 'poor': [33], 'contrast': [34, 99, 113], 'images,': [41], 'diversity': [43], 'types,': [46], 'scales,': [47], 'texture': [48, 169], 'structures,': [49], 'irregular': [52], 'distribution': [53], 'defects,': [55], 'it': [56], 'difficult': [58], 'achieve': [60], 'rapid': [61, 78], 'accurate': [63], 'defects': [69, 85, 256], 'with': [70], 'existing': [72], 'methods.': [73], 'In': [74], 'this': [75], 'article,': [76], 'network': [80, 160], 'for': [81, 139], 'based': [86], 'on': [87, 123, 207], 'deformable': [88, 150], 'convolution': [89], 'attention': [91, 176], 'mechanism': [92], '(DCAM-Net)': [93], 'proposed.': [95], 'First,': [96], 'we': [97, 130, 172], 'introduce': [98, 173], 'limited': [100], 'adaptive': [101], 'histogram': [102], 'equalization': [103], '(CLAHE)': [104], 'as': [105], 'data': [107], 'augmentation': [108], 'method': [109], 'image': [117], 'highlight': [119], 'feature': [122, 158], 'images.': [128], 'Second,': [129], 'propose': [131], 'novel': [133], 'enhanced': [134], 'deformation-feature': [135], 'extraction': [136, 159], 'block': [137], '(EDE-block)': [138], 'various': [140], 'complex': [141], 'irregularly': [143], 'distributed': [144], 'defects.': [147, 203], 'By': [148], 'fusing': [149], 'convolution,': [151], 'receptive': [153], 'expanded': [162], 'capture': [164], 'complete': [165], 'comprehensive': [167], 'features.': [170], 'Finally,': [171], 'coordination': [175], '(CA)': [177], 'module': [178], 'replace': [180], 'backbone': [182], "network's": [183, 199], 'spatial': [184], 'pyramid': [185], 'pooling': [186, 193], '(SPP)': [187], 'structure,': [188], 'which': [189, 231, 248], 'further': [190], 'factorizes': [191], 'operation': [194], 'effectively': [196, 249], 'improves': [197, 250], 'ability': [200], 'locate': [202], 'The': [204], 'experimental': [205], 'results': [206], 'NEU-DET': [209], 'dataset': [210], 'showed': [211], 'that': [212], 'mean': [214], 'Average': [215], 'Precision': [216], '(mAP@IoU': [217], '<inline-formula': [218], 'xmlns:mml="http://www.w3.org/1998/Math/MathML"': [219], 'xmlns:xlink="http://www.w3.org/1999/xlink">': [220], '<tex-math': [221], 'notation="LaTeX">$=0.5$': [222], '</tex-math></inline-formula>': [223], ')': [224], 'proposed': [227], 'algorithm': [228], '82.6%,': [230], '7.3%': [233], 'higher': [234], 'than': [235], 'baseline': [237], 'network,': [238], 'speed': [242], 'up': [244], '100.2': [246], 'fps,': [247], 'efficiency': [253], 'steel.': [259]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4317796687', 'counts_by_year': [{'year': 2024, 'cited_by_count': 32}, {'year': 2023, 'cited_by_count': 21}], 'updated_date': '2024-12-25T19:16:49.056710', 'created_date': '2023-01-24'}